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cs.CV2020
Unravelling Small Sample Size Problems in the Deep Learning World
Rohit Keshari, Soumyadeep Ghosh, Saheb Chhabra +2
The growth and success of deep learning approaches can be attributed to two major factors: availability of hardware resources and availability of large number of training samples.…
cs.CV2020
Generalized Zero-Shot Learning Via Over-Complete Distribution
Rohit Keshari, Richa Singh, Mayank Vatsa
A well trained and generalized deep neural network (DNN) should be robust to both seen and unseen classes. However, the performance of most of the existing supervised DNN algorithm…